Cover Image

Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Thaker, Darshan, Goyal, Abhishek, Vidal, René
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Diffusion Posterior Proximal Sampling for Image Restoration
by: Wu, Hongjie, et al.
Published: (2024)

Scale-Cascaded Diffusion Models for Super-Resolution in Medical Imaging
by: Thaker, Darshan, et al.
Published: (2026)

From Posterior Sampling to Meaningful Diversity in Image Restoration
by: Cohen, Noa, et al.
Published: (2023)

Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling
by: Elata, Noam, et al.
Published: (2024)

High Perceptual Quality Image Denoising with a Posterior Sampling CGAN
by: Ohayon, Guy, et al.
Published: (2021)

Ultrasound Imaging based on the Variance of a Diffusion Restoration Model
by: Zhang, Yuxin, et al.
Published: (2024)

Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration
by: Delbracio, Mauricio, et al.
Published: (2023)

Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction
by: Xu, Xingyu, et al.
Published: (2024)

Accelerating MRI with Longitudinally-informed Latent Posterior Sampling
by: Urman, Yonatan, et al.
Published: (2024)

Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models
by: Frisch, Yannik, et al.
Published: (2023)

FDG-Diff: Frequency-Domain-Guided Diffusion Framework for Compressed Hazy Image Restoration
by: Zhang, Ruicheng, et al.
Published: (2025)

Conditional Diffusion Posterior Alignment for Sparse-View CT Reconstruction
by: Barba, Luis, et al.
Published: (2026)

ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration
by: Hsiao, Chi-Wei, et al.
Published: (2024)

Equivariant Denoisers for Image Restoration
by: Renaud, Marien, et al.
Published: (2024)

One-Shot Image Restoration
by: Pereg, Deborah
Published: (2024)

Implicit Image-to-Image Schrodinger Bridge for Image Restoration
by: Wang, Yuang, et al.
Published: (2024)

Key-Graph Transformer for Image Restoration
by: Ren, Bin, et al.
Published: (2024)

pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization
by: Bendel, Matthew C., et al.
Published: (2024)

Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models
by: Konz, Nicholas, et al.
Published: (2024)

Zero-Shot Adaptation for Approximate Posterior Sampling of Diffusion Models in Inverse Problems
by: Alçalar, Yaşar Utku, et al.
Published: (2024)

Frequency-Aware Guidance for Blind Image Restoration via Diffusion Models
by: Xiao, Jun, et al.
Published: (2024)

Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT
by: Moroy, Liam, et al.
Published: (2024)

High-Frequency Space Diffusion Models for Accelerated MRI
by: Cao, Chentao, et al.
Published: (2022)

Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration
by: Agnihotri, Shashank, et al.
Published: (2024)

CascadedGaze: Efficiency in Global Context Extraction for Image Restoration
by: Ghasemabadi, Amirhosein, et al.
Published: (2024)

A Progressive Image Restoration Network for High-order Degradation Imaging in Remote Sensing
by: Feng, Yujie, et al.
Published: (2024)

Blind Underwater Image Restoration using Co-Operational Regressor Networks
by: Devecioglu, Ozer Can, et al.
Published: (2024)

InstructIR: High-Quality Image Restoration Following Human Instructions
by: Conde, Marcos V., et al.
Published: (2024)

Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration
by: Fu, Jiahong, et al.
Published: (2023)

Highly Accelerated MRI via Implicit Neural Representation Guided Posterior Sampling of Diffusion Models
by: Chu, Jiayue, et al.
Published: (2024)

From Full and Partial Intraoral Scans to Crown Proposal: A Classification-Guided Restoration Assistance Pipeline
by: Kunwar, Rabin, et al.
Published: (2026)

RSR-NF: Neural Field Regularization by Static Restoration Priors for Dynamic Imaging
by: Iskender, Berk, et al.
Published: (2025)

RetinaRegen: A Hybrid Model for Readability and Detail Restoration in Fundus Images
by: Tang, Yuhan, et al.
Published: (2025)

Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images
by: Santosh, et al.
Published: (2024)

StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation
by: Wang, Ziyi, et al.
Published: (2025)

Application-driven Validation of Posteriors in Inverse Problems
by: Adler, Tim J., et al.
Published: (2023)

The Perception-Robustness Tradeoff in Deterministic Image Restoration
by: Ohayon, Guy, et al.
Published: (2023)

Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder
by: Ma, Yiyang, et al.
Published: (2024)

Semantic Diffusion Posterior Sampling for Cardiac Ultrasound Dehazing
by: Stevens, Tristan S. W., et al.
Published: (2025)

PSC: Posterior Sampling-Based Compression
by: Elata, Noam, et al.
Published: (2024)